Dominic A. Helmerich

Towards improved particle reconstruction for single-molecule localization microscopy using geometric deep learning

Abstract Motivation Single-molecule localization microscopy (SMLM) can resolve intracellular structures down to the nanoscale, but often produces sparse and incomplete data. Particle averaging (PA) can aid with the reconstruction of complete structures, but traditional PA methods can suffer from template bias or the hi...